Discover Awesome MCP Servers

llm-mcp-server-template

LLM-MCP 服务器的模板项目

censtatd-hk

Enables querying Hong Kong Census and Statistics Department open data via natural language or direct tool calls through the Pipeworx gateway.

netdisk-mcp-server

MCP server for cloud storage operations enabling browsing, file transfer, offline download, and multi-platform resource search for Quark and 115 drives.

envmgr-mcp-server

通过SSH和浏览器访问管理多套命名环境的MCP服务器，提供环境列表、SSH命令执行和浏览器凭据获取功能。

HIRA Disease MCP

Enables searching and retrieving Korean disease information and statistics from the Health Insurance Review and Assessment Service (HIRA) using Claude.

MCP Server Example

A complete working example of Model Context Protocol servers that exposes tools and functions over streamable HTTP, allowing AI assistants like Cursor to access capabilities such as web search via Tavily.

FlightDB

FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfiltered ADS-B data sources, combined with official aircraft registry records. Unlike FlightRadar24, FlightAware, or Planefinder, FlightDB gives you unfiltered access to full flight histories with deep per-aircraft analytics you won't find elsewhere.

Yandex Webmaster MCP Server

MCP server for Yandex Webmaster API v4.1 with 37 tools covering indexing, search queries, diagnostics, recrawl, sitemaps, links, and important URL monitoring.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

honest-calendar-mcp

A local MCP server that provides read/write access to Google Calendar without data passing through third parties, enabling AI assistants to manage events directly via the Google Calendar API.

sqlserver

Enables AI assistants to query, analyze, and manage SQL Server databases through natural language via the Model Context Protocol.

TS-MCP-Server

A TypeScript template for building MCP servers, enabling developers to create custom tools for AI assistants like Claude.

MCP Agent Mail

A coordination layer for coding agents that provides identities, message threading, and searchable history. It features file reservation leases to prevent agents from overwriting each other's work in multi-agent environments.

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

fugu-mcp

An MCP server that exposes Sakana Fugu as on-demand tools inside Claude Code for second opinions and critiques.

tero-mcp-lite

A lightweight MCP server that enables querying a project's corpus (docs, decisions, issues, skills) with cited answers and typed refusals via stdio JSON-RPC 2.0.

Sashiko MCP

MCP server that queries the Sashiko AI kernel-patch review service to find critical/high severity vulnerabilities (LPE, UAF, OOB, etc.) in reviewed patches, including overlooked AI findings.

codecortex

Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) and serves via MCP. 28 languages, 14 tools, ~85% token reduction.

Aegis-ZK

On-chain trust verification for AI agent tools. Agents query skill attestations, audit levels, and risk scores before running third-party MCP servers, so you know what's safe before you execute.

Polymarket MCP Tool

A Model Context Protocol server that enables interaction with Polymarket prediction markets through Claude Desktop.

RPG Maker MV MCP Server

Enables AI assistants to act as co-developers for RPG Maker MV projects, providing full database CRUD, map and event editing, plugin management, playtest control, and automatic backups.

mcptool

A drop-in MCP proxy that aggregates multiple backend servers into two meta-tools for efficient tool discovery and execution. It enables AI clients to access hundreds of tools while minimizing context window usage through searchable indexing.

Yunaq GAC MCP Server

Provides comprehensive IP and domain security intelligence, enabling analysis of IP addresses and domains for threat and reputation information.

zotero-mcp-plus

Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.) via the Model Context Protocol, enabling paper review, summaries, annotations, and semantic search both locally and through the web API.

akhq-mcp-server

用于 Kafka 监控工具 AKHQ 的实验性模型上下文协议服务器

Shadow Complement Integration MCP

Applies Jungian shadow complement to unified composition parameters, creating psychological depth through systematic visual opposition after multi-domain blending.

Gemini Function Calling + Model Context Protocol(MCP) Flight Search

使用 Gemini 2.5 Pro 的模型上下文协议 (MCP)。使用 Gemini 的函数调用功能和 MCP 的航班搜索工具将对话式查询转换为航班搜索。

MCP-Typebot

Powerful Model Context Protocol server for managing Typebot chatbots, enabling operations like authentication, creating, updating, listing, and publishing bots through a standardized JSON interface.

mcp-bioregistry

Provides tools to query and resolve identifiers from the Bioregistry, including prefix metadata, CURIE resolution, and substring search.

FinBrain MCP

Exposes FinBrain financial datasets (AI-powered price predictions, news, sentiment, alternative data, institutional activity) to AI clients via MCP tools.